| Distraction is All You Need for Fairness | Mar 15, 2022 | AllClassification | CodeCode Available | 0 |
| Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing | Mar 14, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Dawn of the transformer era in speech emotion recognition: closing the valence gap | Mar 14, 2022 | Cross-corpusEmotion Recognition | CodeCode Available | 2 |
| Repairing Regressors for Fair Binary Classification at Any Decision Threshold | Mar 14, 2022 | AllBinary Classification | —Unverified | 0 |
| Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline | Mar 14, 2022 | Fairness | —Unverified | 0 |
| FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing | Mar 14, 2022 | Fairness | CodeCode Available | 1 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 |
| Towards Equal Opportunity Fairness through Adversarial Learning | Mar 12, 2022 | Fairness | CodeCode Available | 1 |
| Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model | Mar 11, 2022 | FairnessTransfer Learning | —Unverified | 0 |
| Identifiability of Causal-based Fairness Notions: A State of the Art | Mar 11, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
